Classifying Brain Tumors on Magnetic Resonance Imaging by Using Convolutional Neural Networks

Brain Tumor/Mass Classification Framework Using Magnetic-Resonance-Imaging-Based Isolated and Developed Transfer Deep-Learning Model

(2022) Muhannad Faleh Alanazi et al.   SENSORS

Multi-Classification of Brain Tumors on Magnetic Resonance Images Using an Ensemble of Pre-Trained Convolutional Neural Networks

(2022) Miao Wu et al.   Current Medical Imaging Reviews

Brain Magnetic Resonance Imaging Classification Using Deep Learning Architectures with Gender and Age

(2022) Imayanmosha Wahlang et al.   SENSORS

An Effective Approach to Detect and Identify Brain Tumors Using Transfer Learning

(2022) Naeem Ullah et al.   Applied Sciences-Basel

A Hybrid Deep Learning-Based Approach for Brain Tumor Classification

(2022) Asaf Raza et al.   Electronics

Glioma Tumors’ Classification Using Deep-Neural-Network-Based Features with SVM Classifier

(2022) Ghazanfar Latif et al.   Diagnostics

A hybrid deep CNN-Cov-19-Res-Net Transfer learning architype for an enhanced Brain tumor Detection and Classification scheme in medical image processing

(2022) K.S. Ananda Kumar et al.   Biomedical Signal Processing and Control

A Brain Tumor Identification and Classification Using Deep Learning based on CNN-LSTM Method

(2022) Ramdas Vankdothu et al.   COMPUTERS & ELECTRICAL ENGINEERING

A deep learning approach for brain tumor classification using MRI images

(2022) Muhammad Aamir et al.   COMPUTERS & ELECTRICAL ENGINEERING

A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models

(2022) Nahid Ferdous Aurna et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Deep Transfer Learning Based Architecture for Brain Tumor Classification Using MR Images

(2022) Bakary Badjie et al.   Information Technology and Control

Optimal and Efficient Deep Learning Model for Brain Tumor Magnetic Resonance Imaging Classification and Analysis

(2022) Manar Ahmed Hamza et al.   Applied Sciences-Basel

Convolutional Neural Network Techniques for Brain Tumor Classification (from 2015 to 2022): Review, Challenges, and Future Perspectives

(2022) Yuting Xie et al.   Diagnostics

Performance enhancement of MRI-based brain tumor classification using suitable segmentation method and deep learning-based ensemble algorithm

(2022) Gopal S. Tandel et al.   Biomedical Signal Processing and Control

Classifying tumor brain images using parallel deep learning algorithms

(2022) Ahmad Kazemi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Robust End-to-End Deep Learning-Based Approach for Effective and Reliable BTD Using MR Images

(2022) Naeem Ullah et al.   SENSORS

Brain Tumor Classification and Detection Using Hybrid Deep Tumor Network

(2022) Gehad Abdullah Amran et al.   Electronics

Classification Framework for Medical Diagnosis of Brain Tumor with an Effective Hybrid Transfer Learning Model

(2022) Nagwan Abdel Samee et al.   Diagnostics

Multimodal brain tumor detection and classification using deep saliency map and improved dragonfly optimization algorithm

(2022) Muhammad Attique Khan et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Brain tumor prediction on MR images with semantic segmentation by using deep learning network and 3D imaging of tumor region

(2021) Gökay Karayegen et al.   Biomedical Signal Processing and Control

Role of Deep Learning in Brain Tumor Detection and Classification (2015 to 2020): A Review

(2021) Maria Nazir et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Performance optimisation of deep learning models using majority voting algorithm for brain tumour classification

(2021) Gopal S. Tandel et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Convolutional-Neural-Network Assisted Segmentation and SVM Classification of Brain Tumor in Clinical MRI Slices

(2021) Venkatesan Rajinikanth et al.   Information Technology and Control

Brain Tumor MR Image Classification Using Convolutional Dictionary Learning With Local Constraint

(2021) Xiaoqing Gu et al.   Frontiers in Neuroscience

Classification of Brain Tumors from MRI Images Using a Convolutional Neural Network

(2020) Milica M. Badža et al.   Applied Sciences-Basel

Automated Categorization of Brain Tumor from MRI Using CNN features and SVM

(2020) S. Deepak et al.   Journal of Ambient Intelligence and Humanized Computing

Optimizing Neuro-Oncology Imaging: A Review of Deep Learning Approaches for Glioma Imaging

(2019) Madeleine Shaver et al.   Cancers

Brain tumor classification using deep CNN features via transfer learning

(2019) S. Deepak et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Active deep neural network features selection for segmentation and recognition of brain tumors using MRI images

(2019) Muhammad Irfan Sharif et al.   PATTERN RECOGNITION LETTERS